Run
2666989

Run 2666989

Task 2076 (Supervised Classification) kropt Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M10.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9578 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6796 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6433 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15819.1928 ± 8.6573
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0687 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6864 ± 0.0111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6822 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.6822 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.69 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.171 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7667 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1805.51
UserCPU time millis
2300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
830
Cross-validation details (10-fold Crossvalidation)